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一项关于小鼠视觉脑区和时间尺度上神经生理分化的调查。

A survey of neurophysiological differentiation across mouse visual brain areas and timescales.

作者信息

Gandhi Saurabh R, Mayner William G P, Marshall William, Billeh Yazan N, Bennett Corbett, Gale Samuel D, Mochizuki Chris, Siegle Joshua H, Olsen Shawn, Tononi Giulio, Koch Christof, Arkhipov Anton

机构信息

MindScope Program, Allen Institute, Seattle, WA, United States.

Department of Psychiatry, University of Wisconsin-Madison, Madison, WI, United States.

出版信息

Front Comput Neurosci. 2023 Mar 13;17:1040629. doi: 10.3389/fncom.2023.1040629. eCollection 2023.

Abstract

Neurophysiological differentiation (ND), a measure of the number of distinct activity states that a neural population visits over a time interval, has been used as a correlate of meaningfulness or subjective perception of visual stimuli. ND has largely been studied in non-invasive human whole-brain recordings where spatial resolution is limited. However, it is likely that perception is supported by discrete neuronal populations rather than the whole brain. Therefore, here we use Neuropixels recordings from the mouse brain to characterize the ND metric across a wide range of temporal scales, within neural populations recorded at single-cell resolution in localized regions. Using the spiking activity of thousands of simultaneously recorded neurons spanning 6 visual cortical areas and the visual thalamus, we show that the ND of stimulus-evoked activity of the entire visual cortex is higher for naturalistic stimuli relative to artificial ones. This finding holds in most individual areas throughout the visual hierarchy. Moreover, for animals performing an image change detection task, ND of the entire visual cortex (though not individual areas) is higher for successful detection compared to failed trials, consistent with the assumed perception of the stimulus. Together, these results suggest that ND computed on cellular-level neural recordings is a useful tool highlighting cell populations that may be involved in subjective perception.

摘要

神经生理分化(ND)是衡量神经群体在一段时间间隔内所经历的不同活动状态数量的指标,已被用作视觉刺激的意义或主观感知的相关指标。ND主要在空间分辨率有限的非侵入性人类全脑记录中进行研究。然而,感知可能是由离散的神经元群体而非整个大脑支持的。因此,在这里我们使用来自小鼠大脑的神经像素记录,以在广泛的时间尺度上,在局部区域以单细胞分辨率记录的神经群体中表征ND指标。利用跨越6个视觉皮层区域和视觉丘脑的数千个同时记录的神经元的尖峰活动,我们表明,相对于人工刺激,自然主义刺激下整个视觉皮层的刺激诱发活动的ND更高。这一发现适用于整个视觉层级中的大多数个体区域。此外,对于执行图像变化检测任务的动物,与失败试验相比,成功检测时整个视觉皮层(而非单个区域)的ND更高,这与对刺激的假定感知一致。总之,这些结果表明,在细胞水平神经记录上计算的ND是一种有用的工具,可突出可能参与主观感知的细胞群体。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b639/10040573/575da0df59d3/fncom-17-1040629-g001.jpg

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